22 search results - page 1 / 5 » A Simple Model for Neural Computation with Firing Rates and ... |
ECCC
2000
13 years 4 months ago
2000
A simple extension of standard neural network models is introduced which provides a model for neural computations that involve both firing rates and firing correlations. Such an ex...
NIPS
2003
13 years 5 months ago
2003
Recent work has examined the estimation of models of stimulus-driven neural activity in which some linear filtering process is followed by a nonlinear, probabilistic spiking stag...
ICANN
1997
Springer
13 years 8 months ago
1997
Springer
Abstract. Stimulus4ependent changes have been observed in the correlations between the spike trains of simultaneously-recorded pairs of neurons from the auditory cortex of marmoset...
NECO
2008
13 years 4 months ago
2008
We consider a formal model of stimulus encoding with a circuit consisting of a bank of filters and an ensemble of integrate-and-fire neurons. Such models arise in olfactory system...
IJCNN
2000
IEEE
13 years 8 months ago
2000
IEEE
This paper examines the computational role of inhibition as it moves towards balancing concurrent excitation using the biologically-inspired Temporal Noisy-Leaky Integrator (TNLI) ...